Overview
Brought to you by YData
Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 10 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 392.0 B |
| Average record size in memory | 39.2 B |
Variable types
| Categorical | 9 |
|---|---|
| Numeric | 17 |
310 has constant value "0" | Constant |
0 has constant value "0" | Constant |
167 has constant value "0" | Constant |
104 is highly overall correlated with 135 and 8 other fields | High correlation |
135 is highly overall correlated with 104 and 5 other fields | High correlation |
150 is highly overall correlated with 104 and 9 other fields | High correlation |
16 is highly overall correlated with 104 and 8 other fields | High correlation |
204 is highly overall correlated with 104 and 11 other fields | High correlation |
233 is highly overall correlated with 150 and 7 other fields | High correlation |
330 is highly overall correlated with 536 and 7 other fields | High correlation |
353 is highly overall correlated with 150 and 7 other fields | High correlation |
368 is highly overall correlated with 104 and 8 other fields | High correlation |
381 is highly overall correlated with 353 and 6 other fields | High correlation |
485 is highly overall correlated with 150 and 7 other fields | High correlation |
536 is highly overall correlated with 330 and 5 other fields | High correlation |
544 is highly overall correlated with 150 and 10 other fields | High correlation |
576 is highly overall correlated with 204 and 9 other fields | High correlation |
581 is highly overall correlated with 104 and 6 other fields | High correlation |
59 is highly overall correlated with 104 and 11 other fields | High correlation |
590 is highly overall correlated with 330 and 2 other fields | High correlation |
619 is highly overall correlated with 104 and 8 other fields | High correlation |
632 is highly overall correlated with 104 and 9 other fields | High correlation |
648 is highly overall correlated with 16 and 6 other fields | High correlation |
668 is highly overall correlated with 330 and 7 other fields | High correlation |
673 is highly overall correlated with 135 and 3 other fields | High correlation |
label is highly overall correlated with 150 and 4 other fields | High correlation |
59 is highly imbalanced (53.1%) | Imbalance |
485 has unique values | Unique |
576 has unique values | Unique |
668 has 5 (50.0%) zeros | Zeros |
632 has 3 (30.0%) zeros | Zeros |
381 has 2 (20.0%) zeros | Zeros |
233 has 1 (10.0%) zeros | Zeros |
104 has 4 (40.0%) zeros | Zeros |
330 has 5 (50.0%) zeros | Zeros |
353 has 2 (20.0%) zeros | Zeros |
648 has 5 (50.0%) zeros | Zeros |
485 has 1 (10.0%) zeros | Zeros |
150 has 4 (40.0%) zeros | Zeros |
204 has 5 (50.0%) zeros | Zeros |
135 has 4 (40.0%) zeros | Zeros |
581 has 2 (20.0%) zeros | Zeros |
536 has 4 (40.0%) zeros | Zeros |
544 has 2 (20.0%) zeros | Zeros |
label has 3 (30.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-23 14:43:53.584587 |
|---|---|
| Analysis finished | 2025-03-23 14:44:08.914239 |
| Duration | 15.33 seconds |
| Software version | ydata-profiling vv4.15.1 |
| Download configuration | config.json |
Variables
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10 |
668
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.5 |
| Minimum | 0 |
|---|---|
| Maximum | 229 |
| Zeros | 5 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 25 |
| Q3 | 148.5 |
| 95-th percentile | 212.35 |
| Maximum | 229 |
| Range | 229 |
| Interquartile range (IQR) | 148.5 |
Descriptive statistics
| Standard deviation | 91.170475 |
|---|---|
| Coefficient of variation (CV) | 1.2404146 |
| Kurtosis | -1.1846983 |
| Mean | 73.5 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0.77129244 |
| Sum | 735 |
| Variance | 8312.0556 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 192 | 1 | 10.0% |
| 99 | 1 | 10.0% |
| 229 | 1 | 10.0% |
| 50 | 1 | 10.0% |
| 165 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 50 | 1 | 10.0% |
| 99 | 1 | 10.0% |
| 165 | 1 | 10.0% |
| 192 | 1 | 10.0% |
| 229 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 229 | 1 | 10.0% |
| 192 | 1 | 10.0% |
| 165 | 1 | 10.0% |
| 99 | 1 | 10.0% |
| 50 | 1 | 10.0% |
| 0 | 5 |
59
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.0 B |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 10.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 1 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 1 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 1 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 1 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 1 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 1 | 10.0% |
632
Real number (ℝ)
High correlation Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127 |
| Minimum | 0 |
|---|---|
| Maximum | 233 |
| Zeros | 3 |
| Zeros (%) | 30.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 21.75 |
| median | 163.5 |
| Q3 | 206 |
| 95-th percentile | 226.7 |
| Maximum | 233 |
| Range | 233 |
| Interquartile range (IQR) | 184.25 |
Descriptive statistics
| Standard deviation | 97.259104 |
|---|---|
| Coefficient of variation (CV) | 0.76581972 |
| Kurtosis | -1.7433968 |
| Mean | 127 |
| Median Absolute Deviation (MAD) | 62.5 |
| Skewness | -0.47038447 |
| Sum | 1270 |
| Variance | 9459.3333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 194 | 1 | 10.0% |
| 87 | 1 | 10.0% |
| 210 | 1 | 10.0% |
| 137 | 1 | 10.0% |
| 219 | 1 | 10.0% |
| 190 | 1 | 10.0% |
| 233 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 87 | 1 | 10.0% |
| 137 | 1 | 10.0% |
| 190 | 1 | 10.0% |
| 194 | 1 | 10.0% |
| 210 | 1 | 10.0% |
| 219 | 1 | 10.0% |
| 233 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 233 | 1 | 10.0% |
| 219 | 1 | 10.0% |
| 210 | 1 | 10.0% |
| 194 | 1 | 10.0% |
| 190 | 1 | 10.0% |
| 137 | 1 | 10.0% |
| 87 | 1 | 10.0% |
| 0 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10 |
381
Real number (ℝ)
High correlation Zeros
| Distinct | 9 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 146.7 |
| Minimum | 0 |
|---|---|
| Maximum | 240 |
| Zeros | 2 |
| Zeros (%) | 20.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 92 |
| median | 192.5 |
| Q3 | 214.5 |
| 95-th percentile | 234.6 |
| Maximum | 240 |
| Range | 240 |
| Interquartile range (IQR) | 122.5 |
Descriptive statistics
| Standard deviation | 92.014552 |
|---|---|
| Coefficient of variation (CV) | 0.62722939 |
| Kurtosis | -0.97027122 |
| Mean | 146.7 |
| Median Absolute Deviation (MAD) | 41.5 |
| Skewness | -0.80231389 |
| Sum | 1467 |
| Variance | 8466.6778 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 240 | 1 | |
| 204 | 1 | |
| 104 | 1 | |
| 88 | 1 | |
| 218 | 1 | |
| 190 | 1 | |
| 195 | 1 | |
| 228 | 1 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 88 | 1 | |
| 104 | 1 | |
| 190 | 1 | |
| 195 | 1 | |
| 204 | 1 | |
| 218 | 1 | |
| 228 | 1 | |
| 240 | 1 |
| Value | Count | Frequency (%) |
| 240 | 1 | |
| 228 | 1 | |
| 218 | 1 | |
| 204 | 1 | |
| 195 | 1 | |
| 190 | 1 | |
| 104 | 1 | |
| 88 | 1 | |
| 0 | 2 |
233
Real number (ℝ)
High correlation Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.4 |
| Minimum | 0 |
|---|---|
| Maximum | 254 |
| Zeros | 1 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.45 |
| Q1 | 1 |
| median | 124.5 |
| Q3 | 213.25 |
| 95-th percentile | 241.85 |
| Maximum | 254 |
| Range | 254 |
| Interquartile range (IQR) | 212.25 |
Descriptive statistics
| Standard deviation | 107.77672 |
|---|---|
| Coefficient of variation (CV) | 0.93394042 |
| Kurtosis | -2.09869 |
| Mean | 115.4 |
| Median Absolute Deviation (MAD) | 113 |
| Skewness | -0.0202842 |
| Sum | 1154 |
| Variance | 11615.822 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 205 | 1 | 10.0% |
| 93 | 1 | 10.0% |
| 156 | 1 | 10.0% |
| 254 | 1 | 10.0% |
| 216 | 1 | 10.0% |
| 227 | 1 | 10.0% |
| 0 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 1 | 10.0% |
| 1 | 3 | |
| 93 | 1 | 10.0% |
| 156 | 1 | 10.0% |
| 205 | 1 | 10.0% |
| 216 | 1 | 10.0% |
| 227 | 1 | 10.0% |
| 254 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 254 | 1 | 10.0% |
| 227 | 1 | 10.0% |
| 216 | 1 | 10.0% |
| 205 | 1 | 10.0% |
| 156 | 1 | 10.0% |
| 93 | 1 | 10.0% |
| 1 | 3 | |
| 0 | 1 | 10.0% |
104
Real number (ℝ)
High correlation Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.6 |
| Minimum | 0 |
|---|---|
| Maximum | 235 |
| Zeros | 4 |
| Zeros (%) | 40.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 24.5 |
| Q3 | 164 |
| 95-th percentile | 219.25 |
| Maximum | 235 |
| Range | 235 |
| Interquartile range (IQR) | 164 |
Descriptive statistics
| Standard deviation | 95.708121 |
|---|---|
| Coefficient of variation (CV) | 1.2176606 |
| Kurtosis | -1.4810079 |
| Mean | 78.6 |
| Median Absolute Deviation (MAD) | 24.5 |
| Skewness | 0.67680328 |
| Sum | 786 |
| Variance | 9160.0444 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 4 | 1 | 10.0% |
| 200 | 1 | 10.0% |
| 125 | 1 | 10.0% |
| 177 | 1 | 10.0% |
| 235 | 1 | 10.0% |
| 45 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 4 | 1 | 10.0% |
| 45 | 1 | 10.0% |
| 125 | 1 | 10.0% |
| 177 | 1 | 10.0% |
| 200 | 1 | 10.0% |
| 235 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 235 | 1 | 10.0% |
| 200 | 1 | 10.0% |
| 177 | 1 | 10.0% |
| 125 | 1 | 10.0% |
| 45 | 1 | 10.0% |
| 4 | 1 | 10.0% |
| 0 | 4 |
330
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.2 |
| Minimum | 0 |
|---|---|
| Maximum | 251 |
| Zeros | 5 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 37.5 |
| Q3 | 171 |
| 95-th percentile | 238.85 |
| Maximum | 251 |
| Range | 251 |
| Interquartile range (IQR) | 171 |
Descriptive statistics
| Standard deviation | 102.74759 |
|---|---|
| Coefficient of variation (CV) | 1.2059576 |
| Kurtosis | -1.3704154 |
| Mean | 85.2 |
| Median Absolute Deviation (MAD) | 37.5 |
| Skewness | 0.68372837 |
| Sum | 852 |
| Variance | 10557.067 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 224 | 1 | 10.0% |
| 191 | 1 | 10.0% |
| 251 | 1 | 10.0% |
| 111 | 1 | 10.0% |
| 75 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 75 | 1 | 10.0% |
| 111 | 1 | 10.0% |
| 191 | 1 | 10.0% |
| 224 | 1 | 10.0% |
| 251 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 251 | 1 | 10.0% |
| 224 | 1 | 10.0% |
| 191 | 1 | 10.0% |
| 111 | 1 | 10.0% |
| 75 | 1 | 10.0% |
| 0 | 5 |
353
Real number (ℝ)
High correlation Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 146.1 |
| Minimum | 0 |
|---|---|
| Maximum | 227 |
| Zeros | 2 |
| Zeros (%) | 20.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 94.25 |
| median | 202.5 |
| Q3 | 204 |
| 95-th percentile | 224.75 |
| Maximum | 227 |
| Range | 227 |
| Interquartile range (IQR) | 109.75 |
Descriptive statistics
| Standard deviation | 89.831262 |
|---|---|
| Coefficient of variation (CV) | 0.61486148 |
| Kurtosis | -0.84587995 |
| Mean | 146.1 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | -0.91131553 |
| Sum | 1461 |
| Variance | 8069.6556 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 204 | 2 | |
| 0 | 2 | |
| 89 | 1 | |
| 203 | 1 | |
| 110 | 1 | |
| 222 | 1 | |
| 202 | 1 | |
| 227 | 1 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 89 | 1 | |
| 110 | 1 | |
| 202 | 1 | |
| 203 | 1 | |
| 204 | 2 | |
| 222 | 1 | |
| 227 | 1 |
| Value | Count | Frequency (%) |
| 227 | 1 | |
| 222 | 1 | |
| 204 | 2 | |
| 203 | 1 | |
| 202 | 1 | |
| 110 | 1 | |
| 89 | 1 | |
| 0 | 2 |
619
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 718.0 B |
| 0 | |
|---|---|
| 193 | |
| 5 | |
| 242 | |
| 240 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.6 |
| Min length | 1 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 40.0% |
Sample
| 1st row | 193 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 193 | 1 | 10.0% |
| 5 | 1 | 10.0% |
| 242 | 1 | 10.0% |
| 240 | 1 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 193 | 1 | 10.0% |
| 5 | 1 | 10.0% |
| 242 | 1 | 10.0% |
| 240 | 1 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 2 | 3 | |
| 4 | 2 | 12.5% |
| 9 | 1 | 6.2% |
| 1 | 1 | 6.2% |
| 5 | 1 | 6.2% |
| 3 | 1 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 2 | 3 | |
| 4 | 2 | 12.5% |
| 9 | 1 | 6.2% |
| 1 | 1 | 6.2% |
| 5 | 1 | 6.2% |
| 3 | 1 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 2 | 3 | |
| 4 | 2 | 12.5% |
| 9 | 1 | 6.2% |
| 1 | 1 | 6.2% |
| 5 | 1 | 6.2% |
| 3 | 1 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 2 | 3 | |
| 4 | 2 | 12.5% |
| 9 | 1 | 6.2% |
| 1 | 1 | 6.2% |
| 5 | 1 | 6.2% |
| 3 | 1 | 6.2% |
648
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.6 |
| Minimum | 0 |
|---|---|
| Maximum | 229 |
| Zeros | 5 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8 |
| Q3 | 204.75 |
| 95-th percentile | 227.65 |
| Maximum | 229 |
| Range | 229 |
| Interquartile range (IQR) | 204.75 |
Descriptive statistics
| Standard deviation | 109.14333 |
|---|---|
| Coefficient of variation (CV) | 1.2603156 |
| Kurtosis | -2.1421594 |
| Mean | 86.6 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.51970668 |
| Sum | 866 |
| Variance | 11912.267 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 212 | 1 | 10.0% |
| 183 | 1 | 10.0% |
| 226 | 1 | 10.0% |
| 16 | 1 | 10.0% |
| 229 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 16 | 1 | 10.0% |
| 183 | 1 | 10.0% |
| 212 | 1 | 10.0% |
| 226 | 1 | 10.0% |
| 229 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 229 | 1 | 10.0% |
| 226 | 1 | 10.0% |
| 212 | 1 | 10.0% |
| 183 | 1 | 10.0% |
| 16 | 1 | 10.0% |
| 0 | 5 |
16
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 718.0 B |
| 0 | |
|---|---|
| 87 | |
| 204 | |
| 199 | |
| 33 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.6 |
| Min length | 1 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 40.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 87 |
| 3rd row | 0 |
| 4th row | 204 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 87 | 1 | 10.0% |
| 204 | 1 | 10.0% |
| 199 | 1 | 10.0% |
| 33 | 1 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 87 | 1 | 10.0% |
| 204 | 1 | 10.0% |
| 199 | 1 | 10.0% |
| 33 | 1 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 3 | 2 | 12.5% |
| 9 | 2 | 12.5% |
| 8 | 1 | 6.2% |
| 2 | 1 | 6.2% |
| 7 | 1 | 6.2% |
| 1 | 1 | 6.2% |
| 4 | 1 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 3 | 2 | 12.5% |
| 9 | 2 | 12.5% |
| 8 | 1 | 6.2% |
| 2 | 1 | 6.2% |
| 7 | 1 | 6.2% |
| 1 | 1 | 6.2% |
| 4 | 1 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 3 | 2 | 12.5% |
| 9 | 2 | 12.5% |
| 8 | 1 | 6.2% |
| 2 | 1 | 6.2% |
| 7 | 1 | 6.2% |
| 1 | 1 | 6.2% |
| 4 | 1 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 3 | 2 | 12.5% |
| 9 | 2 | 12.5% |
| 8 | 1 | 6.2% |
| 2 | 1 | 6.2% |
| 7 | 1 | 6.2% |
| 1 | 1 | 6.2% |
| 4 | 1 | 6.2% |
485
Real number (ℝ)
High correlation Unique Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 150.8 |
| Minimum | 0 |
|---|---|
| Maximum | 231 |
| Zeros | 1 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.45 |
| Q1 | 100.5 |
| median | 193.5 |
| Q3 | 217.75 |
| 95-th percentile | 228.75 |
| Maximum | 231 |
| Range | 231 |
| Interquartile range (IQR) | 117.25 |
Descriptive statistics
| Standard deviation | 87.156054 |
|---|---|
| Coefficient of variation (CV) | 0.57795792 |
| Kurtosis | -0.82208428 |
| Mean | 150.8 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | -0.87247784 |
| Sum | 1508 |
| Variance | 7596.1778 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 214 | 1 | |
| 198 | 1 | |
| 96 | 1 | |
| 114 | 1 | |
| 226 | 1 | |
| 189 | 1 | |
| 219 | 1 | |
| 231 | 1 | |
| 0 | 1 | |
| 21 | 1 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 21 | 1 | |
| 96 | 1 | |
| 114 | 1 | |
| 189 | 1 | |
| 198 | 1 | |
| 214 | 1 | |
| 219 | 1 | |
| 226 | 1 | |
| 231 | 1 |
| Value | Count | Frequency (%) |
| 231 | 1 | |
| 226 | 1 | |
| 219 | 1 | |
| 214 | 1 | |
| 198 | 1 | |
| 189 | 1 | |
| 114 | 1 | |
| 96 | 1 | |
| 21 | 1 | |
| 0 | 1 |
150
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.2 |
| Minimum | 0 |
|---|---|
| Maximum | 238 |
| Zeros | 4 |
| Zeros (%) | 40.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 95 |
| Q3 | 196.25 |
| 95-th percentile | 225.85 |
| Maximum | 238 |
| Range | 238 |
| Interquartile range (IQR) | 196.25 |
Descriptive statistics
| Standard deviation | 98.042848 |
|---|---|
| Coefficient of variation (CV) | 0.97847153 |
| Kurtosis | -1.8060907 |
| Mean | 100.2 |
| Median Absolute Deviation (MAD) | 95 |
| Skewness | 0.21379564 |
| Sum | 1002 |
| Variance | 9612.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 211 | 2 | |
| 101 | 1 | 10.0% |
| 89 | 1 | 10.0% |
| 152 | 1 | 10.0% |
| 238 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 89 | 1 | 10.0% |
| 101 | 1 | 10.0% |
| 152 | 1 | 10.0% |
| 211 | 2 | |
| 238 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 238 | 1 | 10.0% |
| 211 | 2 | |
| 152 | 1 | 10.0% |
| 101 | 1 | 10.0% |
| 89 | 1 | 10.0% |
| 0 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 10 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10 |
590
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 718.0 B |
| 0 | |
|---|---|
| 183 | |
| 167 | |
| 223 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.6 |
| Min length | 1 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 30.0% |
Sample
| 1st row | 183 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 183 | 1 | 10.0% |
| 167 | 1 | 10.0% |
| 223 | 1 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 183 | 1 | 10.0% |
| 167 | 1 | 10.0% |
| 223 | 1 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 2 | 12.5% |
| 3 | 2 | 12.5% |
| 2 | 2 | 12.5% |
| 8 | 1 | 6.2% |
| 6 | 1 | 6.2% |
| 7 | 1 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 2 | 12.5% |
| 3 | 2 | 12.5% |
| 2 | 2 | 12.5% |
| 8 | 1 | 6.2% |
| 6 | 1 | 6.2% |
| 7 | 1 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 2 | 12.5% |
| 3 | 2 | 12.5% |
| 2 | 2 | 12.5% |
| 8 | 1 | 6.2% |
| 6 | 1 | 6.2% |
| 7 | 1 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 2 | 12.5% |
| 3 | 2 | 12.5% |
| 2 | 2 | 12.5% |
| 8 | 1 | 6.2% |
| 6 | 1 | 6.2% |
| 7 | 1 | 6.2% |
204
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.8 |
| Minimum | 0 |
|---|---|
| Maximum | 220 |
| Zeros | 5 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 20 |
| Q3 | 129.75 |
| 95-th percentile | 217.75 |
| Maximum | 220 |
| Range | 220 |
| Interquartile range (IQR) | 129.75 |
Descriptive statistics
| Standard deviation | 92.643642 |
|---|---|
| Coefficient of variation (CV) | 1.3664254 |
| Kurtosis | -0.84669202 |
| Mean | 67.8 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.0231174 |
| Sum | 678 |
| Variance | 8582.8444 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 215 | 1 | 10.0% |
| 158 | 1 | 10.0% |
| 45 | 1 | 10.0% |
| 40 | 1 | 10.0% |
| 220 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 40 | 1 | 10.0% |
| 45 | 1 | 10.0% |
| 158 | 1 | 10.0% |
| 215 | 1 | 10.0% |
| 220 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 220 | 1 | 10.0% |
| 215 | 1 | 10.0% |
| 158 | 1 | 10.0% |
| 45 | 1 | 10.0% |
| 40 | 1 | 10.0% |
| 0 | 5 |
673
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 715.0 B |
| 0 | |
|---|---|
| 128 | |
| 45 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.3 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 20.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 128 | 1 | 10.0% |
| 45 | 1 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 128 | 1 | 10.0% |
| 45 | 1 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 1 | 7.7% |
| 2 | 1 | 7.7% |
| 8 | 1 | 7.7% |
| 4 | 1 | 7.7% |
| 5 | 1 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 1 | 7.7% |
| 2 | 1 | 7.7% |
| 8 | 1 | 7.7% |
| 4 | 1 | 7.7% |
| 5 | 1 | 7.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 1 | 7.7% |
| 2 | 1 | 7.7% |
| 8 | 1 | 7.7% |
| 4 | 1 | 7.7% |
| 5 | 1 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 1 | 7.7% |
| 2 | 1 | 7.7% |
| 8 | 1 | 7.7% |
| 4 | 1 | 7.7% |
| 5 | 1 | 7.7% |
135
Real number (ℝ)
High correlation Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.7 |
| Minimum | 0 |
|---|---|
| Maximum | 222 |
| Zeros | 4 |
| Zeros (%) | 40.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 15 |
| Q3 | 85.75 |
| 95-th percentile | 186 |
| Maximum | 222 |
| Range | 222 |
| Interquartile range (IQR) | 85.75 |
Descriptive statistics
| Standard deviation | 76.441772 |
|---|---|
| Coefficient of variation (CV) | 1.3723837 |
| Kurtosis | 1.2133001 |
| Mean | 55.7 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.3762692 |
| Sum | 557 |
| Variance | 5843.3444 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 3 | 1 | 10.0% |
| 222 | 1 | 10.0% |
| 90 | 1 | 10.0% |
| 73 | 1 | 10.0% |
| 142 | 1 | 10.0% |
| 27 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 3 | 1 | 10.0% |
| 27 | 1 | 10.0% |
| 73 | 1 | 10.0% |
| 90 | 1 | 10.0% |
| 142 | 1 | 10.0% |
| 222 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 222 | 1 | 10.0% |
| 142 | 1 | 10.0% |
| 90 | 1 | 10.0% |
| 73 | 1 | 10.0% |
| 27 | 1 | 10.0% |
| 3 | 1 | 10.0% |
| 0 | 4 |
581
Real number (ℝ)
High correlation Zeros
| Distinct | 9 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.7 |
| Minimum | 0 |
|---|---|
| Maximum | 224 |
| Zeros | 2 |
| Zeros (%) | 20.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.25 |
| median | 62 |
| Q3 | 103 |
| 95-th percentile | 218.6 |
| Maximum | 224 |
| Range | 224 |
| Interquartile range (IQR) | 100.75 |
Descriptive statistics
| Standard deviation | 85.559661 |
|---|---|
| Coefficient of variation (CV) | 1.1155106 |
| Kurtosis | -0.51254323 |
| Mean | 76.7 |
| Median Absolute Deviation (MAD) | 59.5 |
| Skewness | 0.86783888 |
| Sum | 767 |
| Variance | 7320.4556 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 212 | 1 | |
| 105 | 1 | |
| 89 | 1 | |
| 97 | 1 | |
| 35 | 1 | |
| 224 | 1 | |
| 3 | 1 | |
| 2 | 1 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 2 | 1 | |
| 3 | 1 | |
| 35 | 1 | |
| 89 | 1 | |
| 97 | 1 | |
| 105 | 1 | |
| 212 | 1 | |
| 224 | 1 |
| Value | Count | Frequency (%) |
| 224 | 1 | |
| 212 | 1 | |
| 105 | 1 | |
| 97 | 1 | |
| 89 | 1 | |
| 35 | 1 | |
| 3 | 1 | |
| 2 | 1 | |
| 0 | 2 |
536
Real number (ℝ)
High correlation Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.1 |
| Minimum | 0 |
|---|---|
| Maximum | 224 |
| Zeros | 4 |
| Zeros (%) | 40.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 13.5 |
| Q3 | 185.5 |
| 95-th percentile | 223.1 |
| Maximum | 224 |
| Range | 224 |
| Interquartile range (IQR) | 185.5 |
Descriptive statistics
| Standard deviation | 103.89038 |
|---|---|
| Coefficient of variation (CV) | 1.2353196 |
| Kurtosis | -2.0832787 |
| Mean | 84.1 |
| Median Absolute Deviation (MAD) | 13.5 |
| Skewness | 0.52153933 |
| Sum | 841 |
| Variance | 10793.211 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 222 | 1 | 10.0% |
| 187 | 1 | 10.0% |
| 26 | 1 | 10.0% |
| 224 | 1 | 10.0% |
| 1 | 1 | 10.0% |
| 181 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 1 | 10.0% |
| 26 | 1 | 10.0% |
| 181 | 1 | 10.0% |
| 187 | 1 | 10.0% |
| 222 | 1 | 10.0% |
| 224 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 224 | 1 | 10.0% |
| 222 | 1 | 10.0% |
| 187 | 1 | 10.0% |
| 181 | 1 | 10.0% |
| 26 | 1 | 10.0% |
| 1 | 1 | 10.0% |
| 0 | 4 |
576
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 155.6 |
| Minimum | 19 |
|---|---|
| Maximum | 231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 29.8 |
| Q1 | 100.25 |
| median | 190 |
| Q3 | 216.75 |
| 95-th percentile | 229.2 |
| Maximum | 231 |
| Range | 212 |
| Interquartile range (IQR) | 116.5 |
Descriptive statistics
| Standard deviation | 79.208866 |
|---|---|
| Coefficient of variation (CV) | 0.50905441 |
| Kurtosis | -0.9154251 |
| Mean | 155.6 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | -0.84069197 |
| Sum | 1556 |
| Variance | 6274.0444 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 227 | 1 | |
| 210 | 1 | |
| 87 | 1 | |
| 140 | 1 | |
| 219 | 1 | |
| 185 | 1 | |
| 43 | 1 | |
| 231 | 1 | |
| 195 | 1 | |
| 19 | 1 |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 43 | 1 | |
| 87 | 1 | |
| 140 | 1 | |
| 185 | 1 | |
| 195 | 1 | |
| 210 | 1 | |
| 219 | 1 | |
| 227 | 1 | |
| 231 | 1 |
| Value | Count | Frequency (%) |
| 231 | 1 | |
| 227 | 1 | |
| 219 | 1 | |
| 210 | 1 | |
| 195 | 1 | |
| 185 | 1 | |
| 140 | 1 | |
| 87 | 1 | |
| 43 | 1 | |
| 19 | 1 |
544
Real number (ℝ)
High correlation Zeros
| Distinct | 9 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.3 |
| Minimum | 0 |
|---|---|
| Maximum | 231 |
| Zeros | 2 |
| Zeros (%) | 20.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 29.75 |
| median | 134 |
| Q3 | 214.5 |
| 95-th percentile | 225.6 |
| Maximum | 231 |
| Range | 231 |
| Interquartile range (IQR) | 184.75 |
Descriptive statistics
| Standard deviation | 97.773037 |
|---|---|
| Coefficient of variation (CV) | 0.79945247 |
| Kurtosis | -2.0801081 |
| Mean | 122.3 |
| Median Absolute Deviation (MAD) | 84 |
| Skewness | -0.17576739 |
| Sum | 1223 |
| Variance | 9559.5667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 217 | 1 | |
| 207 | 1 | |
| 62 | 1 | |
| 88 | 1 | |
| 219 | 1 | |
| 180 | 1 | |
| 19 | 1 | |
| 231 | 1 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 19 | 1 | |
| 62 | 1 | |
| 88 | 1 | |
| 180 | 1 | |
| 207 | 1 | |
| 217 | 1 | |
| 219 | 1 | |
| 231 | 1 |
| Value | Count | Frequency (%) |
| 231 | 1 | |
| 219 | 1 | |
| 217 | 1 | |
| 207 | 1 | |
| 180 | 1 | |
| 88 | 1 | |
| 62 | 1 | |
| 19 | 1 | |
| 0 | 2 |
368
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 716.0 B |
| 0 | |
|---|---|
| 1 | |
| 197 | |
| 255 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.4 |
| Min length | 1 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 30.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 1 | 10.0% |
| 197 | 1 | 10.0% |
| 255 | 1 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 1 | 10.0% |
| 197 | 1 | 10.0% |
| 255 | 1 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 2 | 14.3% |
| 5 | 2 | 14.3% |
| 9 | 1 | 7.1% |
| 7 | 1 | 7.1% |
| 2 | 1 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 2 | 14.3% |
| 5 | 2 | 14.3% |
| 9 | 1 | 7.1% |
| 7 | 1 | 7.1% |
| 2 | 1 | 7.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 2 | 14.3% |
| 5 | 2 | 14.3% |
| 9 | 1 | 7.1% |
| 7 | 1 | 7.1% |
| 2 | 1 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 2 | 14.3% |
| 5 | 2 | 14.3% |
| 9 | 1 | 7.1% |
| 7 | 1 | 7.1% |
| 2 | 1 | 7.1% |
label
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 3 |
| Zeros (%) | 30.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 142.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.5 |
| median | 2.5 |
| Q3 | 5 |
| 95-th percentile | 8.1 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 3.12872 |
|---|---|
| Coefficient of variation (CV) | 0.94809697 |
| Kurtosis | -0.64664971 |
| Mean | 3.3 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0.60513662 |
| Sum | 33 |
| Variance | 9.7888889 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 2 | 2 | |
| 5 | 2 | |
| 9 | 1 | 10.0% |
| 3 | 1 | 10.0% |
| 7 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 2 | 2 | |
| 3 | 1 | 10.0% |
| 5 | 2 | |
| 7 | 1 | 10.0% |
| 9 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 9 | 1 | 10.0% |
| 7 | 1 | 10.0% |
| 5 | 2 | |
| 3 | 1 | 10.0% |
| 2 | 2 | |
| 0 | 3 |
Interactions
Correlations
| 104 | 135 | 150 | 16 | 204 | 233 | 330 | 353 | 368 | 381 | 485 | 536 | 544 | 576 | 581 | 59 | 590 | 619 | 632 | 648 | 668 | 673 | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 1.000 | 0.532 | 0.547 | 0.894 | 0.740 | 0.380 | 0.407 | 0.308 | 0.816 | 0.298 | 0.238 | 0.368 | 0.398 | 0.338 | 0.759 | 0.707 | 0.458 | 0.616 | 0.532 | 0.387 | 0.427 | 0.000 | -0.194 |
| 135 | 0.532 | 1.000 | 0.039 | 0.616 | 0.240 | 0.032 | 0.474 | -0.079 | 0.816 | -0.056 | -0.206 | 0.287 | 0.006 | 0.313 | 0.470 | 0.707 | 0.458 | 0.616 | 0.133 | 0.407 | 0.407 | 0.756 | -0.064 |
| 150 | 0.547 | 0.039 | 1.000 | 0.733 | 0.843 | 0.946 | 0.100 | 0.578 | 0.617 | 0.384 | 0.508 | -0.010 | 0.692 | 0.477 | 0.249 | 0.000 | 0.000 | 0.000 | 0.768 | -0.080 | 0.020 | 0.000 | -0.681 |
| 16 | 0.894 | 0.616 | 0.733 | 1.000 | 0.742 | 0.316 | 0.000 | 0.000 | 0.913 | 0.433 | 0.323 | 0.000 | 0.671 | 0.000 | 0.536 | 0.791 | 0.000 | 0.387 | 0.296 | 0.535 | 0.000 | 0.000 | 0.000 |
| 204 | 0.740 | 0.240 | 0.843 | 0.742 | 1.000 | 0.805 | 0.021 | 0.631 | 0.577 | 0.447 | 0.511 | -0.080 | 0.629 | 0.537 | 0.486 | 0.791 | 0.000 | 0.000 | 0.779 | -0.117 | -0.021 | 0.000 | -0.560 |
| 233 | 0.380 | 0.032 | 0.946 | 0.316 | 0.805 | 1.000 | -0.020 | 0.685 | 0.000 | 0.498 | 0.595 | -0.146 | 0.769 | 0.583 | 0.185 | 0.000 | 0.000 | 0.000 | 0.826 | -0.268 | -0.137 | 0.000 | -0.738 |
| 330 | 0.407 | 0.474 | 0.100 | 0.000 | 0.021 | -0.020 | 1.000 | 0.052 | 0.458 | 0.272 | 0.123 | 0.901 | 0.272 | 0.498 | 0.603 | 0.707 | 0.816 | 0.894 | 0.242 | 0.862 | 0.959 | 0.756 | 0.382 |
| 353 | 0.308 | -0.079 | 0.578 | 0.000 | 0.631 | 0.685 | 0.052 | 1.000 | 0.000 | 0.875 | 0.976 | 0.167 | 0.820 | 0.628 | 0.446 | 0.000 | 0.000 | 0.000 | 0.784 | -0.163 | 0.007 | 0.267 | -0.273 |
| 368 | 0.816 | 0.816 | 0.617 | 0.913 | 0.577 | 0.000 | 0.458 | 0.000 | 1.000 | 0.000 | 0.267 | 0.000 | 0.535 | 0.000 | 0.218 | 0.866 | 0.202 | 0.598 | 0.000 | 0.631 | 0.458 | 0.000 | 0.000 |
| 381 | 0.298 | -0.056 | 0.384 | 0.433 | 0.447 | 0.498 | 0.272 | 0.875 | 0.000 | 1.000 | 0.900 | 0.332 | 0.878 | 0.766 | 0.604 | 0.707 | 0.000 | 0.000 | 0.806 | 0.019 | 0.227 | 0.000 | -0.037 |
| 485 | 0.238 | -0.206 | 0.508 | 0.323 | 0.511 | 0.595 | 0.123 | 0.976 | 0.267 | 0.900 | 1.000 | 0.281 | 0.802 | 0.588 | 0.432 | 0.354 | 0.000 | 0.000 | 0.730 | -0.071 | 0.097 | 0.463 | -0.130 |
| 536 | 0.368 | 0.287 | -0.010 | 0.000 | -0.080 | -0.146 | 0.901 | 0.167 | 0.000 | 0.332 | 0.281 | 1.000 | 0.201 | 0.281 | 0.602 | 0.354 | 0.463 | 0.577 | 0.120 | 0.847 | 0.914 | 0.000 | 0.541 |
| 544 | 0.398 | 0.006 | 0.692 | 0.671 | 0.629 | 0.769 | 0.272 | 0.820 | 0.535 | 0.878 | 0.802 | 0.201 | 1.000 | 0.827 | 0.463 | 0.707 | 0.000 | 0.000 | 0.966 | 0.019 | 0.214 | 0.000 | -0.433 |
| 576 | 0.338 | 0.313 | 0.477 | 0.000 | 0.537 | 0.583 | 0.498 | 0.628 | 0.000 | 0.766 | 0.588 | 0.281 | 0.827 | 1.000 | 0.571 | 0.612 | 0.000 | 0.000 | 0.841 | 0.162 | 0.381 | 0.655 | -0.179 |
| 581 | 0.759 | 0.470 | 0.249 | 0.536 | 0.486 | 0.185 | 0.603 | 0.446 | 0.218 | 0.604 | 0.432 | 0.602 | 0.463 | 0.571 | 1.000 | 0.000 | 0.000 | 0.000 | 0.492 | 0.370 | 0.538 | 0.000 | 0.242 |
| 59 | 0.707 | 0.707 | 0.000 | 0.791 | 0.791 | 0.000 | 0.707 | 0.000 | 0.866 | 0.707 | 0.354 | 0.354 | 0.707 | 0.612 | 0.000 | 1.000 | 0.000 | 0.791 | 0.000 | 0.935 | 0.707 | 0.000 | 0.000 |
| 590 | 0.458 | 0.458 | 0.000 | 0.000 | 0.000 | 0.000 | 0.816 | 0.000 | 0.202 | 0.000 | 0.000 | 0.463 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.913 | 0.000 | 0.463 | 0.816 | 0.487 | 0.309 |
| 619 | 0.616 | 0.616 | 0.000 | 0.387 | 0.000 | 0.000 | 0.894 | 0.000 | 0.598 | 0.000 | 0.000 | 0.577 | 0.000 | 0.000 | 0.000 | 0.791 | 0.913 | 1.000 | 0.000 | 0.845 | 0.894 | 0.334 | 0.296 |
| 632 | 0.532 | 0.133 | 0.768 | 0.296 | 0.779 | 0.826 | 0.242 | 0.784 | 0.000 | 0.806 | 0.730 | 0.120 | 0.966 | 0.841 | 0.492 | 0.000 | 0.000 | 0.000 | 1.000 | 0.020 | 0.190 | 0.000 | -0.506 |
| 648 | 0.387 | 0.407 | -0.080 | 0.535 | -0.117 | -0.268 | 0.862 | -0.163 | 0.631 | 0.019 | -0.071 | 0.847 | 0.019 | 0.162 | 0.370 | 0.935 | 0.463 | 0.845 | 0.020 | 1.000 | 0.959 | 0.000 | 0.428 |
| 668 | 0.427 | 0.407 | 0.020 | 0.000 | -0.021 | -0.137 | 0.959 | 0.007 | 0.458 | 0.227 | 0.097 | 0.914 | 0.214 | 0.381 | 0.538 | 0.707 | 0.816 | 0.894 | 0.190 | 0.959 | 1.000 | 0.756 | 0.421 |
| 673 | 0.000 | 0.756 | 0.000 | 0.000 | 0.000 | 0.000 | 0.756 | 0.267 | 0.000 | 0.000 | 0.463 | 0.000 | 0.000 | 0.655 | 0.000 | 0.000 | 0.487 | 0.334 | 0.000 | 0.000 | 0.756 | 1.000 | 0.000 |
| label | -0.194 | -0.064 | -0.681 | 0.000 | -0.560 | -0.738 | 0.382 | -0.273 | 0.000 | -0.037 | -0.130 | 0.541 | -0.433 | -0.179 | 0.242 | 0.000 | 0.309 | 0.296 | -0.506 | 0.428 | 0.421 | 0.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| 310 | 668 | 59 | 632 | 0 | 381 | 233 | 104 | 330 | 353 | 619 | 648 | 16 | 485 | 150 | 167 | 590 | 204 | 673 | 135 | 581 | 536 | 576 | 544 | 368 | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 192 | 0 | 194 | 0 | 240 | 1 | 4 | 224 | 203 | 193 | 212 | 0 | 214 | 0 | 0 | 183 | 0 | 0 | 3 | 212 | 222 | 227 | 217 | 0 | 9 |
| 1 | 0 | 0 | 0 | 210 | 0 | 204 | 205 | 200 | 0 | 204 | 0 | 0 | 87 | 198 | 101 | 0 | 0 | 215 | 0 | 222 | 105 | 0 | 210 | 207 | 1 | 0 |
| 2 | 0 | 0 | 0 | 87 | 0 | 88 | 93 | 0 | 0 | 89 | 0 | 0 | 0 | 96 | 89 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 87 | 88 | 0 | 0 |
| 3 | 0 | 0 | 0 | 137 | 0 | 104 | 156 | 125 | 0 | 110 | 0 | 0 | 204 | 114 | 152 | 0 | 0 | 158 | 0 | 0 | 89 | 0 | 140 | 62 | 0 | 3 |
| 4 | 0 | 0 | 0 | 219 | 0 | 218 | 254 | 0 | 0 | 222 | 0 | 0 | 0 | 226 | 211 | 0 | 0 | 45 | 0 | 0 | 0 | 0 | 219 | 219 | 0 | 0 |
| 5 | 0 | 99 | 1 | 190 | 0 | 190 | 216 | 177 | 191 | 202 | 5 | 183 | 199 | 189 | 211 | 0 | 0 | 40 | 0 | 90 | 97 | 187 | 185 | 180 | 197 | 2 |
| 6 | 0 | 0 | 0 | 0 | 0 | 195 | 1 | 0 | 0 | 204 | 0 | 0 | 0 | 219 | 0 | 0 | 0 | 0 | 0 | 0 | 35 | 26 | 43 | 19 | 0 | 7 |
| 7 | 0 | 229 | 0 | 233 | 0 | 228 | 227 | 235 | 251 | 227 | 242 | 226 | 33 | 231 | 238 | 0 | 167 | 220 | 0 | 73 | 224 | 224 | 231 | 231 | 255 | 2 |
| 8 | 0 | 50 | 0 | 0 | 0 | 0 | 1 | 0 | 111 | 0 | 0 | 16 | 0 | 0 | 0 | 0 | 0 | 0 | 128 | 142 | 3 | 1 | 195 | 0 | 0 | 5 |
| 9 | 0 | 165 | 0 | 0 | 0 | 0 | 0 | 45 | 75 | 0 | 240 | 229 | 0 | 21 | 0 | 0 | 223 | 0 | 45 | 27 | 2 | 181 | 19 | 0 | 0 | 5 |
| 310 | 668 | 59 | 632 | 0 | 381 | 233 | 104 | 330 | 353 | 619 | 648 | 16 | 485 | 150 | 167 | 590 | 204 | 673 | 135 | 581 | 536 | 576 | 544 | 368 | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 192 | 0 | 194 | 0 | 240 | 1 | 4 | 224 | 203 | 193 | 212 | 0 | 214 | 0 | 0 | 183 | 0 | 0 | 3 | 212 | 222 | 227 | 217 | 0 | 9 |
| 1 | 0 | 0 | 0 | 210 | 0 | 204 | 205 | 200 | 0 | 204 | 0 | 0 | 87 | 198 | 101 | 0 | 0 | 215 | 0 | 222 | 105 | 0 | 210 | 207 | 1 | 0 |
| 2 | 0 | 0 | 0 | 87 | 0 | 88 | 93 | 0 | 0 | 89 | 0 | 0 | 0 | 96 | 89 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 87 | 88 | 0 | 0 |
| 3 | 0 | 0 | 0 | 137 | 0 | 104 | 156 | 125 | 0 | 110 | 0 | 0 | 204 | 114 | 152 | 0 | 0 | 158 | 0 | 0 | 89 | 0 | 140 | 62 | 0 | 3 |
| 4 | 0 | 0 | 0 | 219 | 0 | 218 | 254 | 0 | 0 | 222 | 0 | 0 | 0 | 226 | 211 | 0 | 0 | 45 | 0 | 0 | 0 | 0 | 219 | 219 | 0 | 0 |
| 5 | 0 | 99 | 1 | 190 | 0 | 190 | 216 | 177 | 191 | 202 | 5 | 183 | 199 | 189 | 211 | 0 | 0 | 40 | 0 | 90 | 97 | 187 | 185 | 180 | 197 | 2 |
| 6 | 0 | 0 | 0 | 0 | 0 | 195 | 1 | 0 | 0 | 204 | 0 | 0 | 0 | 219 | 0 | 0 | 0 | 0 | 0 | 0 | 35 | 26 | 43 | 19 | 0 | 7 |
| 7 | 0 | 229 | 0 | 233 | 0 | 228 | 227 | 235 | 251 | 227 | 242 | 226 | 33 | 231 | 238 | 0 | 167 | 220 | 0 | 73 | 224 | 224 | 231 | 231 | 255 | 2 |
| 8 | 0 | 50 | 0 | 0 | 0 | 0 | 1 | 0 | 111 | 0 | 0 | 16 | 0 | 0 | 0 | 0 | 0 | 0 | 128 | 142 | 3 | 1 | 195 | 0 | 0 | 5 |
| 9 | 0 | 165 | 0 | 0 | 0 | 0 | 0 | 45 | 75 | 0 | 240 | 229 | 0 | 21 | 0 | 0 | 223 | 0 | 45 | 27 | 2 | 181 | 19 | 0 | 0 | 5 |